Sender Rotation Plan (MCP)

    Build a data-driven sender rotation plan for any workspace in seconds—using the Outreach Magic MCP inside Claude or Cursor.

    Instead of spending an hour in a spreadsheet calculating scores, domain caps, and warmup health, you ask the MCP one question and get a tiered pick list: who's in, who's backup, who's out—and why.

    What you get

    • Tier A — top performers by reply rate, bounce rate, warmup health, and domain capacity
    • Tier B — solid senders with smaller sample sizes or slightly lower scores
    • Backup — available but deprioritized
    • Excluded — with exact reasons (low warmup, bounce spike, stale sync, domain cap hit, etc.)

    The plan factors in:

    • • Sends, replies, and bounces over your lookback window
    • • Warmup score and daily send limits
    • • Domain capacity buckets (how many senders per domain can stay in rotation)
    • • Peer comparison across domains at similar send volume
    • • Workspace-level baselines so senders are compared against relevant peers

    Prerequisites

    • • A Pro workspace (sender health sync is Pro-only)
    • MCP enabled for your workspace
    • Claude Desktop, Cursor, or Windsurf connected to your Outreach Magic MCP

    Step 1: Enable MCP for your workspace

    1. 1Go to Settings in your Outreach Magic workspace.
    2. 2Open the MCP tab.
    3. 3Copy your MCP token—you'll use it in Step 2.

    Step 2: Add the MCP to Claude or Cursor

    Claude (web or desktop)

    Go to Settings → Connectors → Add custom connector and paste your MCP URL:

    https://mcp.outreachmagic.io?token=YOUR_MCP_TOKEN

    Click Add. No config file editing required.

    Cursor

    Open your Cursor MCP config and add the following under mcpServers (merge with any servers you already have). Replace om-your-workspace with a short label for this workspace (e.g. om-clienta) and substitute your real token for YOUR_MCP_TOKEN.

    {
      "mcpServers": {
        "om-your-workspace": {
          "command": "npx",
          "args": [
            "mcp-remote",
            "https://mcp.outreachmagic.io?token=YOUR_MCP_TOKEN"
          ]
        }
      }
    }

    Save and reload Cursor.

    Step 3: Run the rotation plan query

    Once the MCP is connected, open a new conversation in Claude or Cursor and ask:

    Can you help me build a sender rotation plan for [workspace-name]?
    Provide full details and exactly which sender accounts we should use.
    Export it as a markdown file.

    Example

    Can you help me build a sender rotation plan for om-clienta,
    provide me with the full details and exactly which sender accounts
    we should use in a md file

    The MCP will pull current sender health data, score each account, and return a tiered plan with reasoning.

    What the output looks like

    The rotation plan is sorted by tier (A → B → backup → excluded), then by score descending. Reply and bounce rates reflect the lookback window.

    TierSenderScoreReply rateBounce rateWarmupDaily limit
    Alila@…57.9662.50%0.00%100.02
    Arose@…49.2250.00%0.00%100.02
    Apax@…40.4937.50%0.00%100.02
    Bclar@…23.0212.50%0.00%100.02

    Excluded senders include the reason: low warmup, bounce spike, domain cap, stale sync, or provider trend.

    How scoring works

    Each sender gets a composite score based on:

    • Reply weight — heavier than other signals; configurable
    • Bounce penalty — inverse score; spike = immediate flag
    • Warmup health — score below threshold gets deprioritized
    • Sample size adjustment — small-volume senders get a confidence discount
    • Domain capacity — caps on how many accounts per domain can be Tier A
    • Peer comparison — optional penalty when a domain has volume but zero replies while similar domains reply actively

    You can ask the MCP to adjust weights or lookback window in your query.

    Audit mode

    For a full breakdown with reasoning per sender, add to your query:

    Include audit mode with full scoring detail per sender.

    This surfaces the intermediate score components—useful for QA or explaining rotation decisions to a client.

    Tips

    Run weekly. Sender health changes; last week's Tier A may have warmed down.

    Domain summaries. Ask for per-domain rollups if you want aggregate performance before picking accounts.

    New workspaces. If sample sizes are small, ask for a conservative confidence threshold so low-data senders aren't over-promoted.

    Fresh sync. The plan works best when sender health sync is current. If data looks stale, check the sync timestamp in workspace settings.

    Related

    Ready to connect MCP?

    Open your workspace, copy your MCP token from Settings, and run your first rotation plan in Claude or Cursor.